diff --git a/src/supervision/draw/utils.py b/src/supervision/draw/utils.py
index 52e53db123..b0807c251a 100644
--- a/src/supervision/draw/utils.py
+++ b/src/supervision/draw/utils.py
@@ -30,17 +30,16 @@ def draw_line(
         The scene with the line drawn on it
 
     Example:
-        ```python
-        import numpy as np
-        from supervision.draw.utils import draw_line
-        from supervision.draw.color import Color
-        from supervision.geometry.core import Point
-
-        scene = np.zeros((100, 100, 3), dtype=np.uint8)
-        scene = draw_line(
-            scene, start=Point(x=10, y=10), end=Point(x=90, y=90), color=Color.RED
-        )
-        ```
+        >>> import numpy as np
+        >>> from supervision.draw.utils import draw_line
+        >>> from supervision.draw.color import Color
+        >>> from supervision.geometry.core import Point
+        >>> scene = np.zeros((100, 100, 3), dtype=np.uint8)
+        >>> result = draw_line(
+        ...     scene, start=Point(x=10, y=10), end=Point(x=90, y=90), color=Color.RED
+        ... )
+        >>> result.shape
+        (100, 100, 3)
     """
     cv2.line(
         scene,
@@ -71,16 +70,15 @@ def draw_rectangle(
         The scene with the rectangle drawn on it
 
     Example:
-        ```python
-        import numpy as np
-        from supervision.draw.utils import draw_rectangle
-        from supervision.draw.color import Color
-        from supervision.geometry.core import Rect
-
-        scene = np.zeros((100, 100, 3), dtype=np.uint8)
-        rect = Rect(x=10, y=10, width=50, height=30)
-        scene = draw_rectangle(scene, rect, color=Color.RED)
-        ```
+        >>> import numpy as np
+        >>> from supervision.draw.utils import draw_rectangle
+        >>> from supervision.draw.color import Color
+        >>> from supervision.geometry.core import Rect
+        >>> scene = np.zeros((100, 100, 3), dtype=np.uint8)
+        >>> rect = Rect(x=10, y=10, width=50, height=30)
+        >>> result = draw_rectangle(scene, rect, color=Color.RED)
+        >>> result.shape
+        (100, 100, 3)
     """
     cv2.rectangle(
         scene,
@@ -111,16 +109,15 @@ def draw_filled_rectangle(
         The scene with the rectangle drawn on it
 
     Example:
-        ```python
-        import numpy as np
-        from supervision.draw.utils import draw_filled_rectangle
-        from supervision.draw.color import Color
-        from supervision.geometry.core import Rect
-
-        scene = np.zeros((100, 100, 3), dtype=np.uint8)
-        rect = Rect(x=10, y=10, width=50, height=30)
-        scene = draw_filled_rectangle(scene, rect, color=Color.RED, opacity=0.5)
-        ```
+        >>> import numpy as np
+        >>> from supervision.draw.utils import draw_filled_rectangle
+        >>> from supervision.draw.color import Color
+        >>> from supervision.geometry.core import Rect
+        >>> scene = np.zeros((100, 100, 3), dtype=np.uint8)
+        >>> rect = Rect(x=10, y=10, width=50, height=30)
+        >>> result = draw_filled_rectangle(scene, rect, color=Color.RED, opacity=0.5)
+        >>> result.shape
+        (100, 100, 3)
     """
     if opacity == 1:
         cv2.rectangle(
@@ -169,16 +166,15 @@ def draw_rounded_rectangle(
         The image with the rounded rectangle drawn on it.
 
     Example:
-        ```python
-        import numpy as np
-        from supervision.draw.utils import draw_rounded_rectangle
-        from supervision.draw.color import Color
-        from supervision.geometry.core import Rect
-
-        scene = np.zeros((200, 300, 3), dtype=np.uint8)
-        rect = Rect(x=20, y=30, width=120, height=80)
-        scene = draw_rounded_rectangle(scene, rect, Color.RED, border_radius=0)
-        ```
+        >>> import numpy as np
+        >>> from supervision.draw.utils import draw_rounded_rectangle
+        >>> from supervision.draw.color import Color
+        >>> from supervision.geometry.core import Rect
+        >>> scene = np.zeros((200, 300, 3), dtype=np.uint8)
+        >>> rect = Rect(x=20, y=30, width=120, height=80)
+        >>> result = draw_rounded_rectangle(scene, rect, Color.RED, border_radius=0)
+        >>> result.shape
+        (200, 300, 3)
     """
     x1, y1, x2, y2 = rect.as_xyxy_int_tuple()
     width, height = x2 - x1, y2 - y1
@@ -244,15 +240,14 @@ def draw_polygon(
         The scene with the polygon drawn on it.
 
     Example:
-        ```python
-        import numpy as np
-        from supervision.draw.utils import draw_polygon
-        from supervision.draw.color import Color
-
-        scene = np.zeros((100, 100, 3), dtype=np.uint8)
-        polygon = np.array([[10, 10], [90, 10], [90, 90], [10, 90]])
-        scene = draw_polygon(scene, polygon, color=Color.RED)
-        ```
+        >>> import numpy as np
+        >>> from supervision.draw.utils import draw_polygon
+        >>> from supervision.draw.color import Color
+        >>> scene = np.zeros((100, 100, 3), dtype=np.uint8)
+        >>> polygon = np.array([[10, 10], [90, 10], [90, 90], [10, 90]])
+        >>> result = draw_polygon(scene, polygon, color=Color.RED)
+        >>> result.shape
+        (100, 100, 3)
     """
     cv2.polylines(
         scene, [polygon], isClosed=True, color=color.as_bgr(), thickness=thickness
@@ -278,15 +273,14 @@ def draw_filled_polygon(
         The scene with the polygon drawn on it.
 
     Example:
-        ```python
-        import numpy as np
-        from supervision.draw.utils import draw_filled_polygon
-        from supervision.draw.color import Color
-
-        scene = np.zeros((100, 100, 3), dtype=np.uint8)
-        polygon = np.array([[10, 10], [90, 10], [90, 90], [10, 90]])
-        scene = draw_filled_polygon(scene, polygon, color=Color.RED, opacity=0.5)
-        ```
+        >>> import numpy as np
+        >>> from supervision.draw.utils import draw_filled_polygon
+        >>> from supervision.draw.color import Color
+        >>> scene = np.zeros((100, 100, 3), dtype=np.uint8)
+        >>> polygon = np.array([[10, 10], [90, 10], [90, 90], [10, 90]])
+        >>> result = draw_filled_polygon(scene, polygon, color=Color.RED, opacity=0.5)
+        >>> result.shape
+        (100, 100, 3)
     """
     if opacity == 1:
         cv2.fillPoly(scene, [polygon], color=color.as_bgr())
@@ -334,20 +328,17 @@ def draw_text(
     Returns:
         The input scene with the text drawn on it.
 
-    Examples:
-        ```pycon
+    Example:
         >>> import numpy as np
         >>> from supervision.geometry.core import Point
         >>> from supervision.draw.utils import draw_text
         >>> scene = np.zeros((100, 100, 3), dtype=np.uint8)
         >>> text_anchor = Point(x=50, y=50)
-        >>> scene = draw_text(
+        >>> result = draw_text(
         ...     scene=scene, text="Hello, world!", text_anchor=text_anchor
         ... )
-        >>> scene.shape
+        >>> result.shape
         (100, 100, 3)
-
-        ```
     """
     text_width, text_height = cv2.getTextSize(
         text=text,
@@ -407,16 +398,15 @@ def draw_image(
         ValueError: For invalid opacity or rectangle dimensions.
 
     Example:
-        ```python
-        import numpy as np
-        from supervision.draw.utils import draw_image
-        from supervision.geometry.core import Rect
-
-        scene = np.zeros((100, 100, 3), dtype=np.uint8)
-        image = np.full((40, 40, 3), 255, dtype=np.uint8)
-        rect = Rect(x=10, y=10, width=40, height=40)
-        scene = draw_image(scene, image, opacity=0.8, rect=rect)
-        ```
+        >>> import numpy as np
+        >>> from supervision.draw.utils import draw_image
+        >>> from supervision.geometry.core import Rect
+        >>> scene = np.zeros((100, 100, 3), dtype=np.uint8)
+        >>> image = np.full((40, 40, 3), 255, dtype=np.uint8)
+        >>> rect = Rect(x=10, y=10, width=40, height=40)
+        >>> result = draw_image(scene, image, opacity=0.8, rect=rect)
+        >>> result.shape
+        (100, 100, 3)
     """
 
     # Validate and load image
@@ -487,15 +477,12 @@ def calculate_optimal_text_scale(resolution_wh: tuple[int, int]) -> float:
     Returns:
         Recommended font scale factor.
 
-    Examples:
-        ```pycon
+    Example:
         >>> import supervision as sv
         >>> sv.calculate_optimal_text_scale((1920, 1080))
         1.08
         >>> sv.calculate_optimal_text_scale((640, 480))
         0.48
-
-        ```
     """
     return min(resolution_wh) * 1e-3
 
@@ -512,15 +499,12 @@ def calculate_optimal_line_thickness(resolution_wh: tuple[int, int]) -> int:
     Returns:
         Recommended line thickness in pixels.
 
-    Examples:
-        ```pycon
+    Example:
         >>> import supervision as sv
         >>> sv.calculate_optimal_line_thickness((1920, 1080))
         4
         >>> sv.calculate_optimal_line_thickness((640, 480))
         2
-
-        ```
     """
     if min(resolution_wh) < 1080:
         return 2